Digital Commons Network^™

Artificial Transneurons Emulate Neuronal Activity In Different Areas Of Brain Cortex, Rivu Midya, Ambarish S Pawar, Debi P Pattnaik, Eric Mooshagian, Pavel Borisov, Thomas D Albright, Lawrence H Snyder, R Stanley Williams, J Joshua Yang, Alexander G Balanov, Sergei Gepshtein, Sergey E Savel'ev

2020-Current year OA Pubs

Rapid development of memristive elements emulating biological neurons creates new opportunities for brain-like computation at low energy consumption. A first step toward mimicking complex neural computations is the analysis of single neurons and their characteristics. Here we measure and model spiking activity in artificial neurons built using diffusive memristors. We compare activity of these artificial neurons with the spiking activity of biological neurons measured in sensory, pre-motor, and motor cortical areas of the monkey (male) brain. We find that artificial neurons can operate in diverse self-sustained and noise-induced spiking regimes that correspond to the activity of different types of cortical …

Precision Data-Driven Modeling Of Cortical Dynamics Reveals Person-Specific Mechanisms Underpinning Brain Electrophysiology, Matthew F Singh, Todd S Braver, Michael Cole, Shinung Ching

2020-Current year OA Pubs

Task-free brain activity affords unique insight into the functional structure of brain network dynamics and has been used to identify neural markers of individual differences. In this work, we present an algorithmic optimization framework that directly inverts and parameterizes brain-wide dynamical-systems models involving hundreds of interacting neural populations, from single-subject M/EEG time-series recordings. This technique provides a powerful neurocomputational tool for interrogating mechanisms underlying individual brain dynamics ("precision brain models") and making quantitative predictions. We extensively validate the models' performance in forecasting future brain activity and predicting individual variability in key M/EEG metrics. Last, we demonstrate the power of our …

Variant Surface Protein Gp60 Contributes To Host Infectivity Of Cryptosporidium Parvum, Muxiao Li, Fuxian Yang, Tianyi Hou, Xiaoqing Gong, Na Li, L David Sibley, Yaoyu Feng, Lihua Xiao, Yaqiong Guo

2020-Current year OA Pubs

Biological studies of the determinants of Cryptosporidium infectivity are lacking despite the fact that cryptosporidiosis is a major public health problem. Recently, the 60-kDa glycoprotein (GP60) has received attention because of its high sequence polymorphism and association with host infectivity of isolates and protection against reinfection. However, studies of GP60 function have been hampered by its heavy O-linked glycosylation. Here, we used advanced genetic tools to investigate the processing, fate, and function of GP60. Endogenous gene tagging showed that the GP60 cleavage products, GP40 and GP15, are both highly expressed on the surface of sporozoites, merozoites and male gametes. During …

A Novel Antigen Biomarker For Detection Of High-Level Of Loa Loa Microfilaremia, Sarah E Greene, Yuefang Huang, Kerstin Fischer, Bruce A. Rosa, John Martin, Makedonka Mitreva, Devyn Yates, Samuel Wanji, Joseph Kamgno, Philip J. Budge, Gary J. Weil, Peter U. Fischer

2020-Current year OA Pubs

BACKGROUND: Loiasis is a disease caused by the nematode Loa loa. Serious adverse events sometimes occur in people with heavy L. loa microfilaremia after ivermectin treatment. In regions of Central Africa where loiasis is endemic, this significantly impedes global elimination programs for lymphatic filariasis and onchocerciasis that use mass distribution of ivermectin. Improved diagnostic tests to identify individuals at increased risk of serious adverse events could facilitate efforts to eliminate lymphatic filariasis and onchocerciasis in this region.

METHODS AND FINDINGS: We previously identified the L. loa protein Ll-Bhp-1 in loiasis patient sera. Here, we further characterize Ll-Bhp-1 and report development …

Ai-Driven Deep Learning Techniques In Protein Structure Prediction, Lingtao Chen, Qiaomu Li, Kazi Fahim Ahmad Nasif, Ying Xie, Bobin Deng, Shuteng Niu, Seyedamin Pouriyeh, Zhiyu Dai, Jiawei Chen, Chloe Yixin Xie

2020-Current year OA Pubs

Protein structure prediction is important for understanding their function and behavior. This review study presents a comprehensive review of the computational models used in predicting protein structure. It covers the progression from established protein modeling to state-of-the-art artificial intelligence (AI) frameworks. The paper will start with a brief introduction to protein structures, protein modeling, and AI. The section on established protein modeling will discuss homology modeling, ab initio modeling, and threading. The next section is deep learning-based models. It introduces some state-of-the-art AI models, such as AlphaFold (AlphaFold, AlphaFold2, AlphaFold3), RoseTTAFold, ProteinBERT, etc. This section also discusses how AI techniques …

Gabaa Receptor Subunit Composition Regulates Circadian Rhythms In Rest–Wake And Synchrony Among Cells In The Suprachiasmatic Nucleus, Daniel Granados-Fuentes, Peter Lambert, Tatiana Simon, Steven Mennerick, Erik D Herzog

2020-Current year OA Pubs

The mammalian circadian clock located in the suprachiasmatic nucleus (SCN) produces robust daily rhythms including rest-wake. SCN neurons synthesize and respond to γ-aminobutyric acid (GABA), but its role remains unresolved. We tested the hypothesis that γ2- and δ-subunits of the GABA

Ballc And Ballcools: Efficient Formatting And Operating For Single-Cell Dna Methylation Data, Wei Tian, Wubin Ding, Jiawei Shen, Daofeng Li, Ting Wang, Joseph R Ecker

2020-Current year OA Pubs

MOTIVATION: With single-cell DNA methylation studies yielding vast datasets, existing data formats struggle with the unique challenges of storage and efficient operations, highlighting a need for improved solutions.

RESULTS: BAllC (Binary All Cytosines) emerges as a tailored format for methylation data, addressing these challenges. BAllCools, its complementary software toolkit, enhances parsing, indexing, and querying capabilities, promising superior operational speeds and reduced storage needs.

AVAILABILITY AND IMPLEMENTATION: https://github.com/jksr/ballcools.

Phantasus, A Web Application For Visual And Interactive Gene Expression Analysis, Maksim Kleverov, Daria Zenkova, Vladislav Kamenev, Margarita Sablina, Maxim N Artyomov, Alexey A Sergushichev

2020-Current year OA Pubs

Transcriptomic profiling became a standard approach to quantify a cell state, which led to the accumulation of huge amount of public gene expression datasets. However, both reuse of these datasets or analysis of newly generated ones requires significant technical expertise. Here, we present Phantasus: a user-friendly web application for interactive gene expression analysis which provides a streamlined access to more than 96,000 public gene expression datasets, as well as allows analysis of user-uploaded datasets. Phantasus integrates an intuitive and highly interactive JavaScript-based heatmap interface with an ability to run sophisticated R-based analysis methods. Overall Phantasus allows users to go all …

Targeting Dendritic Cell Dysfunction To Circumvent Anti-Pd1 Resistance In Head And Neck Cancer, Shin Saito, Michihisa Kono, Hoang C B Nguyen, Ann Marie Egloff, Cameron Messier, Patrick Lizotte, Cloud Paweletz, Douglas Adkins, Ravindra Uppaluri

2020-Current year OA Pubs

PURPOSE: Neoadjuvant anti-PD1 (aPD1) therapies are being explored in surgically resectable head and neck squamous cell carcinoma (HNSCC). Encouraging responses have been observed, but further insights into the mechanisms underlying resistance and approaches to improve responses are needed.

EXPERIMENTAL DESIGN: We integrated data from syngeneic mouse oral carcinoma (MOC) models and neoadjuvant pembrolizumab HNSCC patient tumor RNA-sequencing data to explore the mechanism of aPD1 resistance. Tumors and tumor-draining lymph nodes (DLN) from MOC models were analyzed for antigen-specific priming. CCL5 expression was enforced in an aPD1-resistant model.

RESULTS: An aPD1-resistant mouse model showed poor priming in the tumor DLN due …

A Compendium Of Multi-Omics Data Illuminating Host Responses To Lethal Human Virus Infections, Amie J Eisfeld, Larissa B Thackray, Qing Tan, Michael S Diamond, Et Al.

2020-Current year OA Pubs

Human infections caused by viral pathogens trigger a complex gamut of host responses that limit disease, resolve infection, generate immunity, and contribute to severe disease or death. Here, we present experimental methods and multi-omics data capture approaches representing the global host response to infection generated from 45 individual experiments involving human viruses from the Orthomyxoviridae, Filoviridae, Flaviviridae, and Coronaviridae families. Analogous experimental designs were implemented across human or mouse host model systems, longitudinal samples were collected over defined time courses, and global multi-omics data (transcriptomics, proteomics, metabolomics, and lipidomics) were acquired by microarray, RNA sequencing, or mass spectrometry analyses. For …

Genomic Loci Influence Patterns Of Structural Covariance In The Human Brain, Junhao Wen, Aristeidis Sotiras, Daniel S Marcus, Pamela Lamontagne, John C Morris, Et Al.

2020-Current year OA Pubs

Normal and pathologic neurobiological processes influence brain morphology in coordinated ways that give rise to patterns of structural covariance (PSC) across brain regions and individuals during brain aging and diseases. The genetic underpinnings of these patterns remain largely unknown. We apply a stochastic multivariate factorization method to a diverse population of 50,699 individuals (12 studies and 130 sites) and derive data-driven, multi-scale PSCs of regional brain size. PSCs were significantly correlated with 915 genomic loci in the discovery set, 617 of which are newly identified, and 72% were independently replicated. Key pathways influencing PSCs involve reelin signaling, apoptosis, neurogenesis, and …

Conserved And Divergent Gene Regulatory Programs Of The Mammalian Neocortex, Nathan R Zemke, Daofeng Li, Xiaoyu Zhuo, Vincent Xu, Ting Wang, Et Al.

2020-Current year OA Pubs

Divergence of cis-regulatory elements drives species-specific traits

Single-Cell Analysis Of Chromatin Accessibility In The Adult Mouse Brain, Songpeng Zu, Yang Eric Li, Et Al.

2020-Current year OA Pubs

Recent advances in single-cell technologies have led to the discovery of thousands of brain cell types; however, our understanding of the gene regulatory programs in these cell types is far from complete

Missense Mutations In Crx Homeodomain Cause Dominant Retinopathies Through Two Distinct Mechanisms, Yiqiao Zheng, Chi Sun, Xiaodong Zhang, Philip A Ruzycki, Shiming Chen

2020-Current year OA Pubs

Homeodomain transcription factors (HD TFs) are instrumental to vertebrate development. Mutations in HD TFs have been linked to human diseases, but their pathogenic mechanisms remain elusive. Here, we use

Advances In Mass Spectrometry On Membrane Proteins, Hsin-Chieh Yang, Weikai Li, Jie Sun, Michael L Gross

2020-Current year OA Pubs

Understanding the higher-order structure of membrane proteins (MPs), which are vital for numerous biological processes, is crucial for comprehending their function. Although several biophysical approaches have been used to study the structure of MPs, limitations exist owing to the proteins' dynamic nature and heterogeneity. Mass spectrometry (MS) is emerging as a powerful tool for investigating membrane protein structure and dynamics. Studying MPs using MS, however, must meet several challenges including the lack of stability and solubility of MPs, the complexity of the protein-membrane system, and the difficulty of digestion and detection. To meet these challenges, recent advances in MS have …

Spike-Phase Coupling Patterns Reveal Laminar Identity In Primate Cortex, Zachary W Davis, Nicholas M Dotson, Tom P Franken, Lyle Muller, John H Reynolds

2020-Current year OA Pubs

The cortical column is one of the fundamental computational circuits in the brain. In order to understand the role neurons in different layers of this circuit play in cortical function it is necessary to identify the boundaries that separate the laminar compartments. While histological approaches can reveal ground truth they are not a practical means of identifying cortical layers in vivo. The gold standard for identifying laminar compartments in electrophysiological recordings is current-source density (CSD) analysis. However, laminar CSD analysis requires averaging across reliably evoked responses that target the input layer in cortex, which may be difficult to generate in …

Barriers To Using Legally Authorized Representatives In Clinical Research With Older Adults, Jessica Mozersky, Erin D Solomon, Kari Baldwin, Matthew Wroblewski, Meredith Parsons, Melody Goodman, James M Dubois

2020-Current year OA Pubs

BACKGROUND: Older adults are at increased risk of cognitive impairments including Alzheimer's disease dementia. Legally authorized representatives (LARs) can provide informed consent when a participant is no longer able to, but little is known about barriers to incorporating them in research.

OBJECTIVE: Explore reasons for not asking and documenting participant decisions to appoint LARs among researchers conducting clinical intervention trials studying older adults or individuals with cognitive impairments.

METHODS: Mixed method design consisting of a survey (

RESULTS: 37% (

CONCLUSION: Resources and education to increase awareness and knowledge of LARs are needed. Researchers studying older adults should, at minimum, …

Risk And Protection Of Different Rare Protein-Coding Variants Of Complement Component C4a In Age-Related Macular Degeneration, Johanna M Seddon, Dikha De, William Casazza, Shun-Yun Cheng, Claudio Punzo, Mark Daly, Danlei Zhou, Samantha L Coss, John P Atkinson, Chack-Yung Yu

2020-Current year OA Pubs

No abstract provided.

Clinical Management Of Supratentorial Non-Skull Case Meningiomas, Adefisayo Adekanmbi, Mark W Youngblood, Constantine L Karras, Ephraim A Oyetunji, John Kalapurakal, Craig M Horbinski, Hinda Najem, Virginia B Hill, James P Chandler, Amy B Heimberger, Stephen T Magill, Rimas V Lukas

2020-Current year OA Pubs

Supratentorial non-skull base meningiomas are the most common primary central nervous system tumor subtype. An understanding of their pathophysiology, imaging characteristics, and clinical management options will prove of substantial value to the multi-disciplinary team which may be involved in their care. Extensive review of the broad literature on the topic is conducted. Narrowing the scope to meningiomas located in the supratentorial non-skull base anatomic location highlights nuances specific to this tumor subtype. Advances in our understanding of the natural history of the disease and how findings from both molecular pathology and neuroimaging have impacted our understanding are discussed. Clinical management …

Cochlear Ribbon Synapse Maturation Requires Nlgn1 And Nlgn3, Miguel A Ramirez, Yuzuru Ninoyu, Cayla Miller, Leonardo R Andrade, Seby Edassery, Ewa Bomba-Warczak, Briana Ortega, Uri Manor, Mark A Rutherford, Rick A Friedman, Jeffrey N Savas

2020-Current year OA Pubs

Hearing depends on precise synaptic transmission between cochlear inner hair cells and spiral ganglion neurons through afferent ribbon synapses. Neuroligins (Nlgns) facilitate synapse maturation in the brain, but they have gone unstudied in the cochlea. We report

A Central Alarm System That Gates Multi-Sensory Innate Threat Cues To The Amygdala, Sukjae J Kang, Shijia Liu, Mao Ye, Dong-Il Kim, Gerald M Pao, Bryan A Copits, Benjamin Z Roberts, Kuo-Fen Lee, Michael R Bruchas, Sung Han

2020-Current year OA Pubs

Perception of threats is essential for survival. Previous findings suggest that parallel pathways independently relay innate threat signals from different sensory modalities to multiple brain areas, such as the midbrain and hypothalamus, for immediate avoidance. Yet little is known about whether and how multi-sensory innate threat cues are integrated and conveyed from each sensory modality to the amygdala, a critical brain area for threat perception and learning. Here, we report that neurons expressing calcitonin gene-related peptide (CGRP) in the parvocellular subparafascicular nucleus in the thalamus and external lateral parabrachial nucleus in the brainstem respond to multi-sensory threat cues from various …

Glycan Shield Of The Ebolavirus Envelope Glycoprotein Gp, Weiwei Peng, Vamseedhar Rayaprolu, Amar D Parvate, Matti F Pronker, Sean Hui, Diptiben Parekh, Kelly Shaffer, Xiaoying Yu, Erica O Saphire, Joost Snijder

2020-Current year OA Pubs

The envelope glycoprotein GP of the ebolaviruses is essential for host cell entry and the primary target of the host antibody response. GP is heavily glycosylated with up to 17 N-linked sites, numerous O-linked glycans in its disordered mucin-like domain (MLD), and three predicted C-linked mannosylation sites. Glycosylation is important for host cell attachment, GP stability and fusion activity, and shielding from neutralization by serum antibodies. Here, we use glycoproteomics to profile the site-specific glycosylation patterns of ebolavirus GP. We detect up to 16 unique O-linked glycosylation sites in the MLD, and two O-linked sites in the receptor-binding GP1 subunit. …

3d Media Stabilizes Membrane And Prolongs Lifespan Of Defolliculated Xenopus Laevis Oocytes, Nikhil D Aggarwal, Steven L Zeng, Ryan J Lashgari, Leland C Sudlow, Mikhail Y Berezin

2020-Current year OA Pubs

No abstract provided.

Accuracy Of Chest Computed Tomography In Distinguishing Cystic Pleuropulmonary Blastoma From Benign Congenital Lung Malformations In Children, Abigail J Engwall-Gill, Jacqueline M Saito, Rebecca L Hulett Bowling, Et Al.

2020-Current year OA Pubs

Importance: The ability of computed tomography (CT) to distinguish between benign congenital lung malformations and malignant cystic pleuropulmonary blastomas (PPBs) is unclear.

Objective: To assess whether chest CT can detect malignant tumors among postnatally detected lung lesions in children.

Design, Setting, and Participants: This retrospective multicenter case-control study used a consortium database of 521 pathologically confirmed primary lung lesions from January 1, 2009, through December 31, 2015, to assess diagnostic accuracy. Preoperative CT scans of children with cystic PPB (cases) were selected and age-matched with CT scans from patients with postnatally detected congenital lung malformations (controls). Statistical analysis was performed …

Hold That Pose: Capturing Cervical Dystonia's Head Deviation Severity From Video, Zheng Zhang, Joel S Perlmutter, Et Al

2020-Current year OA Pubs

OBJECTIVE: Deviated head posture is a defining characteristic of cervical dystonia (CD). Head posture severity is typically quantified with clinical rating scales such as the Toronto Western Spasmodic Torticollis Rating Scale (TWSTRS). Because clinical rating scales are inherently subjective, they are susceptible to variability that reduces their sensitivity as outcome measures. The variability could be circumvented with methods to measure CD head posture objectively. However, previously used objective methods require specialized equipment and have been limited to studies with a small number of cases. The objective of this study was to evaluate a novel software system-the Computational Motor Objective Rater …

Live-Dead Assay On Unlabeled Cells Using Phase Imaging With Computational Specificity, Chenfei Hu, Shenghua He, Young Jae Lee, Yuchen He, Edward M Kong, Hua Li, Mark A Anastasio, Gabriel Popescu

Open Access Publications

Existing approaches to evaluate cell viability involve cell staining with chemical reagents. However, the step of exogenous staining makes these methods undesirable for rapid, nondestructive, and long-term investigation. Here, we present an instantaneous viability assessment of unlabeled cells using phase imaging with computation specificity. This concept utilizes deep learning techniques to compute viability markers associated with the specimen measured by label-free quantitative phase imaging. Demonstrated on different live cell cultures, the proposed method reports approximately 95% accuracy in identifying live and dead cells. The evolution of the cell dry mass and nucleus area for the labeled and unlabeled populations reveal …

Pleiotropic Effects Of Simvastatin And Losartan In Preclinical Models Of Post-Traumatic Elbow Contracture, Michael A David, Alex J Reiter, Chelsey L Dunham, Ryan M Castile, James A Abraham, Leanne E Iannucci, Ishani D Shah, Necat Havlioglu, Aaron M Chamberlain, Spencer P Lake

Open Access Publications

Elbow trauma can lead to post-traumatic joint contracture (PTJC), which is characterized by loss of motion associated with capsule/ligament fibrosis and cartilage damage. Unfortunately, current therapies are often unsuccessful or cause complications. This study aimed to determine the effects of prophylactically administered simvastatin (SV) and losartan (LS) in two preclinical models of elbow PTJC: an

At-Home Blood Collection And Stabilization In High Temperature Climates Using Home Rna, Lauren G Brown, Amanda J Haack, Dakota S Kennedy, Karen N Adams, Jennifer E Stolarczuk, Meg G Takezawa, Erwin Berthier, Sanitta Thongpang, Fang Yun Lim, Damien Chaussabel, Mathieu Garand, Ashleigh B Theberge

2020-Current year OA Pubs

Expanding whole blood sample collection for transcriptome analysis beyond traditional phlebotomy clinics will open new frontiers for remote immune research and telemedicine. Determining the stability of RNA in blood samples exposed to high ambient temperatures (>30°C) is necessary for deploying home-sampling in settings with elevated temperatures (e.g., studying physiological response to natural disasters that occur in warm locations or in the summer). Recently, we have developed

A Human Ipsc-Derived Inducible Neuronal Model Of Niemann-Pick Disease, Type C1, Anika V Prabhu, Insung Kang, Raffaella De Pace, Christopher A Wassif, Hideji Fujiwara, Pamela Kell, Xuntian Jiang, Daniel S Ory, Juan S Bonifacino, Michael E Ward, Forbes D Porter

2020-Current year OA Pubs

BACKGROUND: Niemann-Pick disease, type C (NPC) is a childhood-onset, lethal, neurodegenerative disorder caused by autosomal recessive mutations in the genes NPC1 or NPC2 and characterized by impaired cholesterol homeostasis, a lipid essential for cellular function. Cellular cholesterol levels are tightly regulated, and mutations in either NPC1 or NPC2 lead to deficient transport and accumulation of unesterified cholesterol in the late endosome/lysosome compartment, and progressive neurodegeneration in affected individuals. Previous cell-based studies to understand the NPC cellular pathophysiology and screen for therapeutic agents have mainly used patient fibroblasts. However, these do not allow modeling the neurodegenerative aspect of NPC disease, highlighting …

A Transcriptomic And Epigenomic Cell Atlas Of The Mouse Primary Motor Cortex, Zizhen Yao, Hanqing Liu, Fangming Xie, Stephan Fischer, Xinxin Wang, Et Al

Open Access Publications

Single-cell transcriptomics can provide quantitative molecular signatures for large, unbiased samples of the diverse cell types in the brain